{"type":"trials","record":{"id":30255,"source_id":"clinicaltrials-gov","external_id":"NCT07698912","title":"The Effects of an AIoT-Based Exercise System on Frail Older Adults","brief_summary":"This clinical trial aims to evaluate the effectiveness of an Artificial Intelligence of Things (AIoT)-based feedback assistive strengthening ergometer (AIFASE) exercise system on frail older adults in geriatric wards. Baseline assessments will include physical fitness, functional performance, and frailty severity. Muscle strength of the major muscle groups in the upper and lower extremities will be evaluated at both baseline and post-intervention. Throughout the intervention, exercise-related data, including exercise duration, workload, heart rate, rate of perceived exertion (RPE), and blood oxygen saturation (SpO2) will be continuously and simultaneously collected for analysis.","overall_status":"Completed","phases":[],"study_type":"INTERVENTIONAL","sponsor":"National Cheng Kung University","enrollment":376,"countries":["Taiwan"],"start_date":"2020-05-01","completion_date":"2023-07-31","last_update_date":"2026-07-13","source_url":"https://clinicaltrials.gov/study/NCT07698912","editorial_summary":"A registered study indexed because it matched monitored longevity research terms. Registry status: Completed. Registration does not establish safety or effectiveness.","first_seen_at":"2026-09-25T01:16:16.485702+00:00","last_seen_at":"2026-09-25T06:10:07.378+00:00","metadata":{"sex":"ALL","acronym":null,"age_range":"65 Years","comparator":null,"organization":"National Cheng Kung University","interventions":["AIoT-based Feedback Assistive Strengthening Ergometer"],"registry_source":"ClinicalTrials.gov","outcome_measures":["Muscle strength of knee extensors — baseline","Muscle strength of knee extensors — through study completion, an average of 13 days","Timed Up and Go test (TUG) — basline","Gait speed (4-meter walk test) — baseline","Clinical Frailty Scale (CFS) — baseline","Short Portable Mental Status Questionnaire (SPMSQ) — baseline","Geriatric Depression Scale (GDS-5) — baseline","Activities of Daily Living (ADLs) — baseline","Activities of Daily Living (ADLs) — through study completion, an average of 13 days","EQ-5D (EuroQol- 5 Dimensions) — baseline","Mini Nutritional Assessment-Short Form (MNA-SF) — baseline","Muscle strength of elbow flexors — baseline","Muscle strength of elbow flexors — through study completion, an average of 13 days","Muscle strength of elbow extensors — baseline","Muscle strength of elbow extensors — through study completion, an average of 13 days","Muscle strength of knee flexors — baseline","Muscle strength of knee flexors — through study completion, an average of 13 days"],"design_description":"NA · SINGLE GROUP · OTHER · NONE","source_has_results":false},"controlled_terms":["Frail Older Adults","AIoT-based Feedback Assistive Strengthening Ergometer"],"relevance_confidence":100,"source_quality_score":100,"freshness_score":100,"publication_state":"published","match_explanation":"Title contains controlled term: exercise.","quality_checked_at":"2026-09-25T06:10:20.034853+00:00","duplicate_cluster_key":"id:nct07698912","duplicate_of_id":null,"evidence_snapshot":{"status":"structured","version":1,"duration":"2020-05-01 to 2023-07-31","comparator":null,"confidence":"structured-source","population":"ALL · 65 Years","provenance":{"duration":"start_date and completion_date","comparator":"registry arm fields","population":"registry eligibility fields","intervention":"registry intervention fields","participants":"enrollment","study_design":"study_type and registry design fields","evidence_stage":"phases","reported_outcome":"not available","outcomes_measured":"registry outcome-measure fields"},"generated_at":"2026-09-25T06:10:07.410Z","intervention":["AIoT-based Feedback Assistive Strengthening Ergometer"],"participants":376,"study_design":"NA · SINGLE GROUP · OTHER · NONE","subject_scope":"Human clinical study registration","evidence_stage":"Phase not reported","safety_context":"Eligibility, adverse-event details, and clinical decisions must be checked in the official registry and with qualified clinicians.","source_support":"Structured registry protocol metadata; no finding-level conclusion is generated.","main_limitation":"This is a study registration. No reusable structured result is available here, so it cannot show whether the intervention worked or was safe.","reported_outcome":null,"outcomes_measured":["Muscle strength of knee extensors — baseline","Muscle strength of knee extensors — through study completion, an average of 13 days","Timed Up and Go test (TUG) — basline","Gait speed (4-meter walk test) — baseline","Clinical Frailty Scale (CFS) — baseline","Short Portable Mental Status Questionnaire (SPMSQ) — baseline","Geriatric Depression Scale (GDS-5) — baseline","Activities of Daily Living (ADLs) — baseline","Activities of Daily Living (ADLs) — through study completion, an average of 13 days","EQ-5D (EuroQol- 5 Dimensions) — baseline","Mini Nutritional Assessment-Short Form (MNA-SF) — baseline","Muscle strength of elbow flexors — baseline","Muscle strength of elbow flexors — through study completion, an average of 13 days","Muscle strength of elbow extensors — baseline","Muscle strength of elbow extensors — through study completion, an average of 13 days","Muscle strength of knee flexors — baseline","Muscle strength of knee flexors — through study completion, an average of 13 days"],"regulatory_context":"Trial registration is not regulatory approval and does not establish that an intervention is available."},"clinical_trial_topics":[{"topic_slug":"exercise","is_published":true,"match_reasons":["Title contains controlled term: exercise.","Abstract contains controlled term: exercise.","Title supplies longevity context: frail, older adult.","Study type is explicitly identified as INTERVENTIONAL."],"matched_fields":["title","abstract","title context","study type"],"relevance_score":100,"intelligence_topics":{"name":"Exercise","slug":"exercise"}}],"content_sources":{"name":"ClinicalTrials.gov","homepage_url":"https://clinicaltrials.gov/"}},"canonical_url":"https://www.immortal.life/trials/30255","automation_disclosure":"Generated automatically from cited source metadata. No scientist, clinician, researcher, editor, or human reviewer evaluates this publication before release."}